[nltk_data] Downloading package stopwords to /root/nltk_data... [nltk_data] Unzipping corpora/stopwords.zip.
This document processes the outputs of the praise reward system and performs an analysis of the resulting token reward distribution.
Since praise gets valued on a scale, we can take a look at how often each value of the scale gets assigned by quantifiers. Note: This metric disregards scores of praise marked as a duplicate, since the score of the original is already being taken into account.
The ten highest rated contributions for this round were the following:
| Avg. score | To | Reason |
|---|---|---|
| 89.0 | snakey_jakey. | for all the coordination and follow up on grants and grants review, and for being such a good griff babysitter. he puts loads of effort into making sure we jump onto all the important fundraising opportunities, and I'm always in awe of his organization and comms efforst |
| 70.6666666666667 | snakey_jakey. | for absolutely cleaning up in the GG21 rounds! Their work brought in a lot of revenue into Giveth by showcasing the work we've done and securing big matching funds to continue funding our team |
| 66.3333333333333 | giantkin#0 | for doing great moderation work of catching spammers and scammers in our discord and hitting them with the ban hammer always in record time. |
| 59.3333333333333 | oyealmond#0 | for drafting the content of like a billion different features and announcements and organizing all of the required comms tasks. It's incredibly overwhelming all of the different things happening in Giveth right now and she is doing a great job of trying to keep the comms running for it all |
| 59.3333333333333 | griffgreen#0 | for constantly pushing Giveth forward every day! 🙌 I've been writing our newsletters for a while, but the August edition had the most updates by far—it was tough not to include every single one. |
| 59.3333333333333 | marcelorefi | for absolutely cleaning up in the GG21 rounds! Their work brought in a lot of revenue into Giveth by showcasing the work we've done and securing big matching funds to continue funding our team |
| 52.3333333333333 | oyealmond#0 | for collaborating to put together a really informative, exciting and interesting GIV essentials for the whole community. I think it went super well! gave a lot of interesting context & updates. I think it was great for both keeping people looped in and building a strong sense of community |
| 45.3333333333333 | griffgreen#0 | for crushing some hard 12 hr shill days with me at EBC10 this past week. You have so much energy and drive, it ALWAYS impresses me to witness IRL |
| 45.3333333333333 | steetweets | for their continued work on promoting DeVouch, scheduling spaces, pushing out tweets and social media content, drafiting content calendar and even creating video content. their work is greatly needed to get DeVouch in front of the ecosystem and to discover its potential |
| 43.6666666666667 | karmaticacid#0 | for absolutely cleaning up in the GG21 rounds! Their work brought in a lot of revenue into Giveth by showcasing the work we've done and securing big matching funds to continue funding our team |
We can now take a look at the distribution of the received praise rewards. You can toggle the inclusion of the different sources by clicking on the legend.
We can also take a look at the amount of praise different users gave.
Now for something more fun: let's surface the top "praise flows" from the data. Thanks to @inventandchill for this awesome visualization! On one side we have the top 15 praise givers separately, on the other the top 25 receivers. The people outside the selection get aggregated into the "REST FROM" and "REST TO" categories.
Now let's take a closer look at the quantification process and the quantifiers:
To aid the revision process, we highlight disagreements between quantifiers.
This graphic visualizes controversial praise ratings by sorting them by the "spread" between the highest and lowest received score.
Please keep in mind that this is a visual aid. If there are several praise instances with similar spread and quant score, all but one end up "hidden" on the chart. For an exhaustive list, take a look at the exported file "praise_outliers.csv" .
Let's see how different quantifiers behaved by showing the range of praise scores they gave.
To interpret the box plot:
Bottom horizontal line of box plot is minimum value
First horizontal line of rectangle shape of box plot is First quartile or 25%
Second horizontal line of rectangle shape of box plot is Second quartile or 50% or median.
Third horizontal line of rectangle shape of box plot is third quartile or 75%
Top horizontal line of rectangle shape of box plot is maximum value.
Among 245 praises, 27 (11.02%) do not agree on duplication
Praise instances with disagreements in duplication are collected in 'results/duplication_examination.csv'. To compare, look at the last 4 columns: 'DUPLICATE MSG 1/2/3' and 'ORIGINAL MSG'.
Among 245 praises, 1 (0.41%) do not agree on dismissal
Praise instances with disagreements in dismissal are collected in'results/dismissal_disaggreed.csv'. You can further look into who dismissed and who did not.